Is Spectral Unmixing Model or Nonlinear Statistical Model More Suitable for Shrub Coverage Estimation in Shrub-Encroached Grasslands Based on Earth Observation Data? A Case Study in Xilingol Grassland, China

Is Spectral Unmixing Model or Nonlinear Statistical Model More Suitable for Shrub Coverage Estimation in Shrub-Encroached Grasslands Based on Earth Observation Data? A Case Study in Xilingol Grassland, China

Due to the effects of global climate change and altered human land-use patterns, typical shrub encroachment in grasslands has become one of the most prominent ecological problems in grassland ecosystems. Shrub coverage can quantitatively indicate the degree of shrub encroachment in grasslands; there...

Full description

Bibliographic Details
Main Authors: Zhengyong Xu, Bin Sun, Wangfei Zhang, Zhihai Gao, Wei Yue, Han Wang, Zhitao Wu, Sihan Teng
Format: Article
Language:English
Published: MDPI AG 2023-11-01
Series:Remote Sensing
Subjects:
shrub-encroached grasslands
shrub coverage
linear spectral mixture model
random forest model
Online Access:https://www.mdpi.com/2072-4292/15/23/5488

Similar Items

Similar Items